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MCP server · RAG

AP RAG

by · github.com/devon7y/AP-RAG

AP-RAG (Academic Paper Retrieval-Augmented Generation): citation-backed retrieval over scientific papers, for people and for AI agents. Web and desktop apps, an MCP server and a CLI, over a LightRAG knowledge graph.

Unclaimed academic-papershallucinationknowledge-graphlightragllmmcpmodel-context-protocolneo4jqdrantragretrieval-augmented-generationscientific-literature
InstallView source
34Low

Scored 5 hours ago · breakdown

About AP RAG

AP RAG is an MCP server published by devon7y in the RAG category: aP-RAG (Academic Paper Retrieval-Augmented Generation): citation-backed retrieval over scientific papers, for people and for AI agents. Web and desktop apps, an MCP server and a CLI, over a LightRAG knowledge graph.

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Install

From source
git clone https://github.com/devon7y/AP-RAG

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Questions

About AP RAG

How do I install AP RAG?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is AP RAG safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is AP RAG still maintained?

Yes — the last commit was 3 days ago. The repository has 0 stars and 0 forks.